Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 5262 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 3 |
| Duplicate rows (%) | 0.1% |
| Total size in memory | 493.4 KiB |
| Average record size in memory | 96.0 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 1 |
| Dataset has 3 (0.1%) duplicate rows | Duplicates |
Area is highly overall correlated with Price | High correlation |
Bathrooms is highly overall correlated with Bedrooms and 1 other fields | High correlation |
Bedrooms is highly overall correlated with Bathrooms and 1 other fields | High correlation |
Frontages is highly overall correlated with Main road | High correlation |
Main road is highly overall correlated with Frontages | High correlation |
Price is highly overall correlated with Area and 3 other fields | High correlation |
Price_per_Square_Meter is highly overall correlated with Price | High correlation |
Frontages has 4377 (83.2%) zeros | Zeros |
Reproduction
| Analysis started | 2024-06-21 08:42:56.990302 |
|---|---|
| Analysis finished | 2024-06-21 08:43:13.185530 |
| Duration | 16.2 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
Price
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 495 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6084.7113 |
| Minimum | 2 |
|---|---|
| Maximum | 18420 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.2 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 1900 |
| Q1 | 3900 |
| median | 5450 |
| Q3 | 7487.5 |
| 95-th percentile | 13000 |
| Maximum | 18420 |
| Range | 18418 |
| Interquartile range (IQR) | 3587.5 |
Descriptive statistics
| Standard deviation | 3292.9452 |
|---|---|
| Coefficient of variation (CV) | 0.54118347 |
| Kurtosis | 1.7176002 |
| Mean | 6084.7113 |
| Median Absolute Deviation (MAD) | 1650 |
| Skewness | 1.2263261 |
| Sum | 32017751 |
| Variance | 10843488 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4500 | 117 | 2.2% |
| 5500 | 112 | 2.1% |
| 6000 | 109 | 2.1% |
| 6500 | 103 | 2.0% |
| 4800 | 96 | 1.8% |
| 5000 | 95 | 1.8% |
| 5800 | 91 | 1.7% |
| 4000 | 81 | 1.5% |
| 4900 | 77 | 1.5% |
| 5200 | 73 | 1.4% |
| Other values (485) | 4308 |
| Value | Count | Frequency (%) |
| 2 | 2 | |
| 3 | 2 | |
| 3.3 | 1 | |
| 5.2 | 1 | |
| 5.9 | 1 | |
| 7.1 | 1 | |
| 7.58 | 1 | |
| 9.1 | 1 | |
| 10 | 1 | |
| 11.63 | 1 |
| Value | Count | Frequency (%) |
| 18420 | 1 | < 0.1% |
| 18400 | 2 | < 0.1% |
| 18000 | 17 | |
| 17900 | 6 | 0.1% |
| 17600 | 2 | < 0.1% |
| 17550 | 1 | < 0.1% |
| 17500 | 10 | |
| 17380 | 1 | < 0.1% |
| 17000 | 20 | |
| 16900 | 1 | < 0.1% |
Area
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 228 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.844097 |
| Minimum | 10 |
|---|---|
| Maximum | 132 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.2 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 28 |
| Q1 | 44 |
| median | 56 |
| Q3 | 74 |
| 95-th percentile | 104.985 |
| Maximum | 132 |
| Range | 122 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 23.095871 |
|---|---|
| Coefficient of variation (CV) | 0.38593398 |
| Kurtosis | 0.19366494 |
| Mean | 59.844097 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.68272648 |
| Sum | 314899.64 |
| Variance | 533.41924 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 327 | 6.2% |
| 40 | 211 | 4.0% |
| 80 | 208 | 4.0% |
| 48 | 205 | 3.9% |
| 52 | 173 | 3.3% |
| 50 | 169 | 3.2% |
| 56 | 142 | 2.7% |
| 45 | 142 | 2.7% |
| 100 | 119 | 2.3% |
| 64 | 115 | 2.2% |
| Other values (218) | 3451 |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 12 | 6 | 0.1% |
| 12.4 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 14 | 4 | 0.1% |
| 14.6 | 1 | < 0.1% |
| 15 | 15 | |
| 16 | 7 | |
| 17 | 8 |
| Value | Count | Frequency (%) |
| 132 | 5 | |
| 131 | 3 | 0.1% |
| 130 | 12 | |
| 129 | 4 | 0.1% |
| 128 | 6 | |
| 126 | 6 | |
| 125 | 8 | |
| 124 | 5 | |
| 123 | 3 | 0.1% |
| 122 | 3 | 0.1% |
Bedrooms
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2495249 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.1344993 |
|---|---|
| Coefficient of variation (CV) | 0.34912775 |
| Kurtosis | 0.14953854 |
| Mean | 3.2495249 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.5730246 |
| Sum | 17099 |
| Variance | 1.2870887 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1627 | |
| 2 | 1465 | |
| 4 | 1417 | |
| 5 | 483 | 9.2% |
| 6 | 133 | 2.5% |
| 1 | 92 | 1.7% |
| 7 | 45 | 0.9% |
| Value | Count | Frequency (%) |
| 1 | 92 | 1.7% |
| 2 | 1465 | |
| 3 | 1627 | |
| 4 | 1417 | |
| 5 | 483 | 9.2% |
| 6 | 133 | 2.5% |
| 7 | 45 | 0.9% |
| Value | Count | Frequency (%) |
| 7 | 45 | 0.9% |
| 6 | 133 | 2.5% |
| 5 | 483 | 9.2% |
| 4 | 1417 | |
| 3 | 1627 | |
| 2 | 1465 | |
| 1 | 92 | 1.7% |
Bathrooms
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1170658 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.2649327 |
|---|---|
| Coefficient of variation (CV) | 0.40580878 |
| Kurtosis | 0.072665928 |
| Mean | 3.1170658 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.70041427 |
| Sum | 16402 |
| Variance | 1.6000546 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1768 | |
| 3 | 1476 | |
| 4 | 993 | |
| 5 | 546 | 10.4% |
| 1 | 240 | 4.6% |
| 6 | 177 | 3.4% |
| 7 | 62 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 240 | 4.6% |
| 2 | 1768 | |
| 3 | 1476 | |
| 4 | 993 | |
| 5 | 546 | 10.4% |
| 6 | 177 | 3.4% |
| 7 | 62 | 1.2% |
| Value | Count | Frequency (%) |
| 7 | 62 | 1.2% |
| 6 | 177 | 3.4% |
| 5 | 546 | 10.4% |
| 4 | 993 | |
| 3 | 1476 | |
| 2 | 1768 | |
| 1 | 240 | 4.6% |
Floors
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0286963 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.1760671 |
|---|---|
| Coefficient of variation (CV) | 0.38830803 |
| Kurtosis | 0.16367235 |
| Mean | 3.0286963 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.69558344 |
| Sum | 15937 |
| Variance | 1.3831338 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1873 | |
| 3 | 1501 | |
| 4 | 1065 | |
| 5 | 438 | 8.3% |
| 1 | 221 | 4.2% |
| 6 | 131 | 2.5% |
| 7 | 33 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 221 | 4.2% |
| 2 | 1873 | |
| 3 | 1501 | |
| 4 | 1065 | |
| 5 | 438 | 8.3% |
| 6 | 131 | 2.5% |
| 7 | 33 | 0.6% |
| Value | Count | Frequency (%) |
| 7 | 33 | 0.6% |
| 6 | 131 | 2.5% |
| 5 | 438 | 8.3% |
| 4 | 1065 | |
| 3 | 1501 | |
| 2 | 1873 | |
| 1 | 221 | 4.2% |
Frontages
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.36944128 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 4377 |
| Zeros (%) | 83.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.0641652 |
|---|---|
| Coefficient of variation (CV) | 2.8804717 |
| Kurtosis | 16.990542 |
| Mean | 0.36944128 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.8552737 |
| Sum | 1944 |
| Variance | 1.1324475 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4377 | |
| 1 | 445 | 8.5% |
| 2 | 195 | 3.7% |
| 4 | 110 | 2.1% |
| 3 | 45 | 0.9% |
| 5 | 44 | 0.8% |
| 6 | 22 | 0.4% |
| 7 | 14 | 0.3% |
| 8 | 6 | 0.1% |
| 9 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 4377 | |
| 1 | 445 | 8.5% |
| 2 | 195 | 3.7% |
| 3 | 45 | 0.9% |
| 4 | 110 | 2.1% |
| 5 | 44 | 0.8% |
| 6 | 22 | 0.4% |
| 7 | 14 | 0.3% |
| 8 | 6 | 0.1% |
| 9 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 9 | 4 | 0.1% |
| 8 | 6 | 0.1% |
| 7 | 14 | 0.3% |
| 6 | 22 | 0.4% |
| 5 | 44 | 0.8% |
| 4 | 110 | 2.1% |
| 3 | 45 | 0.9% |
| 2 | 195 | 3.7% |
| 1 | 445 | 8.5% |
| 0 | 4377 |
Main road
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 308.4 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 15786 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 4218 | |
| 1.0 | 1044 | 19.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 4218 | |
| 1.0 | 1044 | 19.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9480 | |
| . | 5262 | |
| 1 | 1044 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 15786 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9480 | |
| . | 5262 | |
| 1 | 1044 | 6.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 15786 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9480 | |
| . | 5262 | |
| 1 | 1044 | 6.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 15786 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9480 | |
| . | 5262 | |
| 1 | 1044 | 6.6% |
Amenities
Real number (ℝ)
| Distinct | 22 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0779171 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 18 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 9 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.6056849 |
|---|---|
| Coefficient of variation (CV) | 0.63897447 |
| Kurtosis | 4.1559856 |
| Mean | 4.0779171 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.5158228 |
| Sum | 21458 |
| Variance | 6.789594 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1039 | |
| 4 | 861 | |
| 2 | 801 | |
| 1 | 708 | |
| 5 | 627 | |
| 6 | 433 | |
| 7 | 270 | 5.1% |
| 8 | 185 | 3.5% |
| 9 | 118 | 2.2% |
| 10 | 69 | 1.3% |
| Other values (12) | 151 | 2.9% |
| Value | Count | Frequency (%) |
| 0 | 18 | 0.3% |
| 1 | 708 | |
| 2 | 801 | |
| 3 | 1039 | |
| 4 | 861 | |
| 5 | 627 | |
| 6 | 433 | |
| 7 | 270 | 5.1% |
| 8 | 185 | 3.5% |
| 9 | 118 | 2.2% |
| Value | Count | Frequency (%) |
| 24 | 1 | < 0.1% |
| 21 | 3 | 0.1% |
| 20 | 1 | < 0.1% |
| 18 | 4 | 0.1% |
| 17 | 5 | 0.1% |
| 16 | 7 | 0.1% |
| 15 | 3 | 0.1% |
| 14 | 16 | |
| 13 | 13 | 0.2% |
| 12 | 38 |
Year_Fraction
Real number (ℝ)
| Distinct | 385 |
|---|---|
| Distinct (%) | 7.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2023.3542 |
| Minimum | 2022.6822 |
|---|---|
| Maximum | 2023.9425 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.2 KiB |
Quantile statistics
| Minimum | 2022.6822 |
|---|---|
| 5-th percentile | 2022.8384 |
| Q1 | 2023.0055 |
| median | 2023.3726 |
| Q3 | 2023.6849 |
| 95-th percentile | 2023.8575 |
| Maximum | 2023.9425 |
| Range | 1.260274 |
| Interquartile range (IQR) | 0.67945205 |
Descriptive statistics
| Standard deviation | 0.35082234 |
|---|---|
| Coefficient of variation (CV) | 0.00017338651 |
| Kurtosis | -1.4144393 |
| Mean | 2023.3542 |
| Median Absolute Deviation (MAD) | 0.32876712 |
| Skewness | -0.039184102 |
| Sum | 10646890 |
| Variance | 0.12307631 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2022.821918 | 62 | 1.2% |
| 2023.810959 | 54 | 1.0% |
| 2022.835616 | 51 | 1.0% |
| 2022.841096 | 41 | 0.8% |
| 2022.917808 | 39 | 0.7% |
| 2023.8 | 39 | 0.7% |
| 2022.838356 | 37 | 0.7% |
| 2023.813699 | 36 | 0.7% |
| 2022.843836 | 35 | 0.7% |
| 2023.761644 | 34 | 0.6% |
| Other values (375) | 4834 |
| Value | Count | Frequency (%) |
| 2022.682192 | 1 | < 0.1% |
| 2022.684932 | 1 | < 0.1% |
| 2022.720548 | 4 | 0.1% |
| 2022.764384 | 1 | < 0.1% |
| 2022.791781 | 1 | < 0.1% |
| 2022.819178 | 22 | 0.4% |
| 2022.821918 | 62 | |
| 2022.824658 | 27 | |
| 2022.827397 | 17 | 0.3% |
| 2022.830137 | 12 | 0.2% |
| Value | Count | Frequency (%) |
| 2023.942466 | 3 | 0.1% |
| 2023.939726 | 9 | |
| 2023.936986 | 8 | |
| 2023.934247 | 4 | 0.1% |
| 2023.931507 | 14 | |
| 2023.928767 | 9 | |
| 2023.926027 | 8 | |
| 2023.923288 | 3 | 0.1% |
| 2023.920548 | 3 | 0.1% |
| 2023.917808 | 5 | 0.1% |
Price_per_Square_Meter
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2424 |
|---|---|
| Distinct (%) | 46.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 105.93177 |
| Minimum | 0.03 |
|---|---|
| Maximum | 260.87 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.2 KiB |
Quantile statistics
| Minimum | 0.03 |
|---|---|
| 5-th percentile | 40.62 |
| Q1 | 74.175 |
| median | 100 |
| Q3 | 132.81 |
| 95-th percentile | 191.1925 |
| Maximum | 260.87 |
| Range | 260.84 |
| Interquartile range (IQR) | 58.635 |
Descriptive statistics
| Standard deviation | 45.758008 |
|---|---|
| Coefficient of variation (CV) | 0.43195736 |
| Kurtosis | 0.32081003 |
| Mean | 105.93177 |
| Median Absolute Deviation (MAD) | 28.85 |
| Skewness | 0.53466589 |
| Sum | 557412.98 |
| Variance | 2093.7953 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 112 | 2.1% |
| 125 | 58 | 1.1% |
| 75 | 46 | 0.9% |
| 150 | 31 | 0.6% |
| 120 | 31 | 0.6% |
| 200 | 28 | 0.5% |
| 83.33 | 28 | 0.5% |
| 130 | 27 | 0.5% |
| 80 | 24 | 0.5% |
| 66.67 | 24 | 0.5% |
| Other values (2414) | 4853 |
| Value | Count | Frequency (%) |
| 0.03 | 1 | < 0.1% |
| 0.04 | 2 | |
| 0.05 | 1 | < 0.1% |
| 0.06 | 1 | < 0.1% |
| 0.11 | 4 | |
| 0.13 | 1 | < 0.1% |
| 0.15 | 2 | |
| 0.18 | 2 | |
| 0.25 | 1 | < 0.1% |
| 0.31 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 260.87 | 1 | < 0.1% |
| 260 | 1 | < 0.1% |
| 257.14 | 2 | |
| 256.14 | 1 | < 0.1% |
| 255.56 | 1 | < 0.1% |
| 254.39 | 1 | < 0.1% |
| 254.07 | 1 | < 0.1% |
| 253.33 | 1 | < 0.1% |
| 252.94 | 3 | |
| 252.73 | 1 | < 0.1% |
location
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11829.133 |
| Minimum | 11807.644 |
|---|---|
| Maximum | 11843.541 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.2 KiB |
Quantile statistics
| Minimum | 11807.644 |
|---|---|
| 5-th percentile | 11822.853 |
| Q1 | 11827.614 |
| median | 11827.614 |
| Q3 | 11830.81 |
| 95-th percentile | 11837.221 |
| Maximum | 11843.541 |
| Range | 35.896164 |
| Interquartile range (IQR) | 3.1958999 |
Descriptive statistics
| Standard deviation | 4.759488 |
|---|---|
| Coefficient of variation (CV) | 0.00040235307 |
| Kurtosis | 1.6077029 |
| Mean | 11829.133 |
| Median Absolute Deviation (MAD) | 3.1958999 |
| Skewness | 0.68619402 |
| Sum | 62244897 |
| Variance | 22.652726 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11827.61398 | 1615 | |
| 11830.80988 | 933 | |
| 11825.43143 | 496 | 9.4% |
| 11837.22065 | 426 | 8.1% |
| 11822.85327 | 331 | 6.3% |
| 11828.42098 | 319 | 6.1% |
| 11834.35486 | 243 | 4.6% |
| 11823.47834 | 173 | 3.3% |
| 11843.54058 | 152 | 2.9% |
| 11829.38655 | 118 | 2.2% |
| Other values (10) | 456 | 8.7% |
| Value | Count | Frequency (%) |
| 11807.64442 | 5 | 0.1% |
| 11816.69833 | 42 | 0.8% |
| 11817.37756 | 29 | 0.6% |
| 11819.90776 | 33 | 0.6% |
| 11822.85327 | 331 | 6.3% |
| 11823.47834 | 173 | 3.3% |
| 11824.38464 | 68 | 1.3% |
| 11825.43143 | 496 | 9.4% |
| 11827.51656 | 61 | 1.2% |
| 11827.61398 | 1615 |
| Value | Count | Frequency (%) |
| 11843.54058 | 152 | 2.9% |
| 11837.22065 | 426 | |
| 11836.67102 | 51 | 1.0% |
| 11834.47191 | 12 | 0.2% |
| 11834.35486 | 243 | 4.6% |
| 11831.73777 | 40 | 0.8% |
| 11831.02232 | 115 | 2.2% |
| 11830.80988 | 933 | |
| 11829.38655 | 118 | 2.2% |
| 11828.42098 | 319 | 6.1% |
District code
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.6708476 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 29 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 6 |
| Q3 | 15 |
| 95-th percentile | 19 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 6.3517544 |
|---|---|
| Coefficient of variation (CV) | 0.73254135 |
| Kurtosis | -1.4111903 |
| Mean | 8.6708476 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.41517609 |
| Sum | 45626 |
| Variance | 40.344784 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1615 | |
| 6 | 933 | |
| 18 | 496 | 9.4% |
| 17 | 426 | 8.1% |
| 19 | 331 | 6.3% |
| 5 | 319 | 6.1% |
| 12 | 243 | 4.6% |
| 13 | 173 | 3.3% |
| 14 | 152 | 2.9% |
| 8 | 118 | 2.2% |
| Other values (10) | 456 | 8.7% |
| Value | Count | Frequency (%) |
| 0 | 29 | 0.6% |
| 1 | 5 | 0.1% |
| 2 | 1615 | |
| 3 | 42 | 0.8% |
| 4 | 12 | 0.2% |
| 5 | 319 | 6.1% |
| 6 | 933 | |
| 7 | 51 | 1.0% |
| 8 | 118 | 2.2% |
| 9 | 40 | 0.8% |
| Value | Count | Frequency (%) |
| 19 | 331 | |
| 18 | 496 | |
| 17 | 426 | |
| 16 | 33 | 0.6% |
| 15 | 115 | 2.2% |
| 14 | 152 | 2.9% |
| 13 | 173 | 3.3% |
| 12 | 243 | |
| 11 | 68 | 1.3% |
| 10 | 61 | 1.2% |
| Amenities | Area | Bathrooms | Bedrooms | District code | Floors | Frontages | Main road | Price | Price_per_Square_Meter | Year_Fraction | location | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Amenities | 1.000 | 0.012 | -0.004 | -0.011 | -0.032 | -0.030 | -0.059 | 0.031 | 0.004 | -0.009 | -0.027 | 0.020 |
| Area | 0.012 | 1.000 | 0.320 | 0.409 | 0.027 | 0.031 | -0.012 | 0.000 | 0.522 | -0.249 | 0.050 | 0.015 |
| Bathrooms | -0.004 | 0.320 | 1.000 | 0.768 | -0.026 | 0.027 | -0.003 | 0.028 | 0.619 | 0.418 | -0.014 | -0.044 |
| Bedrooms | -0.011 | 0.409 | 0.768 | 1.000 | -0.004 | 0.018 | -0.002 | 0.000 | 0.597 | 0.312 | 0.042 | -0.036 |
| District code | -0.032 | 0.027 | -0.026 | -0.004 | 1.000 | 0.001 | 0.015 | 0.106 | -0.027 | -0.064 | 0.028 | 0.016 |
| Floors | -0.030 | 0.031 | 0.027 | 0.018 | 0.001 | 1.000 | 0.095 | 0.098 | 0.040 | 0.025 | -0.000 | 0.029 |
| Frontages | -0.059 | -0.012 | -0.003 | -0.002 | 0.015 | 0.095 | 1.000 | 0.512 | -0.018 | -0.012 | -0.014 | 0.063 |
| Main road | 0.031 | 0.000 | 0.028 | 0.000 | 0.106 | 0.098 | 0.512 | 1.000 | -0.022 | -0.032 | 0.002 | 0.086 |
| Price | 0.004 | 0.522 | 0.619 | 0.597 | -0.027 | 0.040 | -0.018 | -0.022 | 1.000 | 0.632 | -0.030 | -0.016 |
| Price_per_Square_Meter | -0.009 | -0.249 | 0.418 | 0.312 | -0.064 | 0.025 | -0.012 | -0.032 | 0.632 | 1.000 | -0.059 | -0.047 |
| Year_Fraction | -0.027 | 0.050 | -0.014 | 0.042 | 0.028 | -0.000 | -0.014 | 0.002 | -0.030 | -0.059 | 1.000 | 0.004 |
| location | 0.020 | 0.015 | -0.044 | -0.036 | 0.016 | 0.029 | 0.063 | 0.086 | -0.016 | -0.047 | 0.004 | 1.000 |
| Price | Area | Bedrooms | Bathrooms | Floors | Frontages | Main road | Amenities | Year_Fraction | Price_per_Square_Meter | location | District code | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 12800.0 | 75.0 | 5.0 | 6.0 | 2.0 | 0.0 | 0.0 | 3.0 | 2023.936986 | 170.67 | 11823.478338 | 13 |
| 1 | 3400.0 | 110.0 | 2.0 | 2.0 | 4.0 | 0.0 | 0.0 | 3.0 | 2023.936986 | 30.91 | 11825.431426 | 18 |
| 2 | 8990.0 | 85.0 | 7.0 | 3.0 | 4.0 | 0.0 | 0.0 | 2.0 | 2023.936986 | 105.76 | 11834.354858 | 12 |
| 3 | 7390.0 | 53.0 | 4.0 | 4.0 | 3.0 | 2.0 | 0.0 | 9.0 | 2023.936986 | 139.43 | 11837.220649 | 17 |
| 4 | 16000.0 | 80.0 | 6.0 | 6.0 | 5.0 | 0.0 | 0.0 | 5.0 | 2023.936986 | 200.00 | 11827.613983 | 2 |
| 5 | 4750.0 | 50.0 | 2.0 | 2.0 | 3.0 | 0.0 | 0.0 | 1.0 | 2023.936986 | 95.00 | 11834.471910 | 4 |
| 6 | 5500.0 | 96.0 | 3.0 | 3.0 | 2.0 | 0.0 | 0.0 | 1.0 | 2023.936986 | 57.29 | 11822.853272 | 19 |
| 7 | 5500.0 | 51.0 | 4.0 | 3.0 | 2.0 | 5.0 | 1.0 | 4.0 | 2023.939726 | 107.84 | 11828.420978 | 5 |
| 8 | 9390.0 | 80.0 | 4.0 | 5.0 | 2.0 | 0.0 | 1.0 | 1.0 | 2023.942466 | 117.38 | 11827.516560 | 10 |
| 9 | 4600.0 | 45.0 | 2.0 | 2.0 | 2.0 | 0.0 | 0.0 | 4.0 | 2023.939726 | 102.22 | 11827.613983 | 2 |
| Price | Area | Bedrooms | Bathrooms | Floors | Frontages | Main road | Amenities | Year_Fraction | Price_per_Square_Meter | location | District code | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5252 | 6900.0 | 60.0 | 4.0 | 3.0 | 4.0 | 0.0 | 0.0 | 1.0 | 2023.734247 | 115.00 | 11827.613983 | 2 |
| 5253 | 5190.0 | 43.0 | 3.0 | 4.0 | 3.0 | 0.0 | 0.0 | 3.0 | 2023.734247 | 120.70 | 11825.431426 | 18 |
| 5254 | 5200.0 | 65.0 | 4.0 | 5.0 | 3.0 | 0.0 | 0.0 | 2.0 | 2023.734247 | 80.00 | 11830.809883 | 6 |
| 5255 | 14000.0 | 80.0 | 5.0 | 3.0 | 3.0 | 0.0 | 0.0 | 1.0 | 2023.734247 | 175.00 | 11827.613983 | 2 |
| 5256 | 5500.0 | 80.0 | 3.0 | 3.0 | 6.0 | 0.0 | 0.0 | 1.0 | 2023.726027 | 68.75 | 11825.431426 | 18 |
| 5257 | 4100.0 | 33.3 | 2.0 | 2.0 | 3.0 | 0.0 | 1.0 | 10.0 | 2023.726027 | 123.12 | 11843.540580 | 14 |
| 5258 | 5200.0 | 40.0 | 3.0 | 4.0 | 2.0 | 1.0 | 1.0 | 1.0 | 2023.726027 | 130.00 | 11827.613983 | 2 |
| 5259 | 7800.0 | 89.0 | 3.0 | 3.0 | 5.0 | 0.0 | 0.0 | 2.0 | 2023.726027 | 87.64 | 11825.431426 | 18 |
| 5260 | 6680.0 | 80.0 | 4.0 | 4.0 | 1.0 | 2.0 | 1.0 | 7.0 | 2023.726027 | 83.50 | 11830.809883 | 6 |
| 5261 | 7300.0 | 112.0 | 4.0 | 4.0 | 3.0 | 0.0 | 0.0 | 4.0 | 2023.726027 | 65.18 | 11830.809883 | 6 |
Most frequently occurring
| Price | Area | Bedrooms | Bathrooms | Floors | Frontages | Main road | Amenities | Year_Fraction | Price_per_Square_Meter | location | District code | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 4250.0 | 65.0 | 3.0 | 2.0 | 2.0 | 0.0 | 0.0 | 2.0 | 2023.673973 | 65.38 | 11837.220649 | 17 | 2 |
| 1 | 7000.0 | 90.0 | 4.0 | 3.0 | 2.0 | 0.0 | 0.0 | 3.0 | 2023.627397 | 77.78 | 11830.809883 | 6 | 2 |
| 2 | 8500.0 | 110.0 | 4.0 | 4.0 | 2.0 | 0.0 | 1.0 | 1.0 | 2022.967123 | 77.27 | 11830.809883 | 6 | 2 |